직장 평가 사이트인 글래스도어(Glassdoor) 에서 각 직군의 일과 삶의 균형(Work-Life Balance)에 대해 발표하였다. 평가지표는 1부터 5까지이며 개개인들이 보고한 평가지수 데이터를 각 직군별로 평균을 나누어 계산되었다.
1. Data Scientist
- Work-Life Balance Rating: 4.2
- Salary: $114,808
- Number of Job Openings: 1,315
2. SEO Manager
- Work-Life Balance Rating: 4.1
- Salary: $45,720
- Number of Job Openings: 338
3. Talent Acquisition Specialist
- Work-Life Balance Rating: 4.0
- Salary: $63,504
- Number of Job Openings: 1,171
4. Social Media Manager
- Work-Life Balance Rating: 4.0
- Salary: $40,000
- Number of Job Openings: 661
5. Substitute Teacher
- Work-Life Balance Rating: 3.9
- Salary: $24,380
- Number of Job Openings: 590
6. Recruiting Coordinator
- Work-Life Balance Rating: 3.9
- Salary: $44,700
- Number of Job Openings: 446
7. UX Designer
- Work-Life Balance Rating: 3.9
- Salary: $91,440
- Number of Job Openings: 338
8. Digital Marketing Manager
- Work-Life Balance Rating: 3.9
- Salary: $70,052
- Number of Job Openings: 640
9. Marketing Assistant
- Work-Life Balance Rating: 3.8
- Salary: $32,512
- Number of Job Openings: 384
10. Web Developer
- Work-Life Balance Rating: 3.8
- Salary: $66,040
- Number of Job Openings: 2,117
11. Risk Analyst
- Work-Life Balance Rating: 3.8
- Salary: $69,088
- Number of Job Openings: 208
12. Civil Engineer
- Work-Life Balance Rating: 3.8
- Salary: $65,532
- Number of Job Openings: 809
13. Client Manager
- Work-Life Balance Rating: 3.8
- Salary: $71,120
- Number of Job Openings: 503
14. Instructional Designer
- Work-Life Balance Rating: 3.8
- Salary: $66,040
- Number of Job Openings: 782
15. Marketing Analyst
- Work-Life Balance Rating: 3.8
- Salary: $60,000
- Number of Job Openings: 341
16. Software QA Engineer
- Work-Life Balance Rating: 3.8
- Salary: $91,440
- Number of Job Openings: 457
17. Web Designer
- Work-Life Balance Rating: 3.8
- Salary: $53,848
- Number of Job Openings: 500
18. Research Technician
- Work-Life Balance Rating: 3.8
- Salary: $36,525
- Number of Job Openings: 299
19. Program Analyst
- Work-Life Balance Rating: 3.7
- Salary: $71,120
- Number of Job Openings: 524
20. Data Analyst
- Work-Life Balance Rating: 3.7
- Salary: $58,928
- Number of Job Openings: 1,954
21. Content Manager
- Work-Life Balance Rating: 3.7
- Salary: $60,960
- Number of Job Openings: 409
22. Solutions Engineer
- Work-Life Balance Rating: 3.7
- Salary: $92,456
- Number of Job Openings: 652
23. Lab Assistant
- Work-Life Balance Rating: 3.7
- Salary: $27,550
- Number of Job Openings: 779
24. Software Developer
- Work-Life Balance Rating: 3.7
- Salary: $80,000
- Number of Job Openings: 3,330
25. Front End Developer
- Work-Life Balance Rating: 3.7
- Salary: $75,000
- Number of Job Openings: 1337
tN 인사이트: 소프트웨어 개발자나 웹 개발자 대비 데이터과학자들의 전체 숫자가 작으며 개인의 자발적 보고(self-reported)에 의존하기에 단순 지표만 가지고 결론을 내리긴 힘들다. 하지만 규모가 있으며 충분한 자료를 축적한 인터넷기업에 데이터과학자들이 비교적 많이 포진되어 있고 어느정도의 독립성을 가지는 업무특성상으로 인해 이러한 조사결과가 나온 것으로 보여진다.
관련기사: Glassdoor
